Bimanual Manipulation Learning from Single Human Demonstration Using Screw Space Projection

SCREWMIMIC enables robots to learn complex bimanual manipulation behaviors from a single human video demonstration by modeling the interaction between the two hands as a screw motion, which provides an efficient action representation for learning and fine-tuning.